Quantitative Compositional Mapping and Multivariate Statistical Analysis: An EDS Approach

Digital Mapping of Soil Properties Using Multivariate Statistical Analysis and ASTER Data in an Arid Region

Modeling and mapping of soil properties has been identified as key for effective land degradation management and mitigation. The ability to model and map soil properties at sufficient accuracy for a large agriculture area is demonstrated using Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) imagery. Soil samples were collected in the El-Tina Plain, Sinai, Egypt, concurren...

Modeling of Banks ‌Bankruptcy in Iran (Multivariate Statistical Analysis)

In this paper we construct a modeling for detection of banks which are experiencing serious problems. Sample and variable set of the study contains 30 banks of Iran during 2006-2014 and their financial ratios. Well known multivariate statistical technique (principal component analysis) was used to explore the basic financial characteristics of the banks, and discriminant Logit and Probit models ...

Multivariate Statistical Analysis

Classical multivariate statistical methods concern models, distributions and inference based on the Gaussian distribution. These are the topics in the first textbook for mathematical statisticians by T.W. Anderson that was published in 1958 and that appeared as a slightly expanded 3rd edition in 2003. Matrix theory and notation is used there extensively to efficiently derive properties of the m...

Applied Multivariate Statistical Analysis

Analysis of factors affecting perinatal mortality. A multivariate statistical approach.

Despite important progress during recent decades, perinatal mortality is still a problem of major national importance. Today nearly 3 per cent. of all births result in perinatal death. To reduce this loss requires a better understanding of the way in which a large number of inter-related social and medical factors influence perinatal mortality risk. We are developing a series of studies to sepa...